{"id":"W2902780260","doi":"10.1111/jgs.15675","title":"Antimicrobial Stewardship Programs in Long‐Term Care Settings: A Meta‐Analysis and Systematic Review","year":2018,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; Public Health Ontario","funders":"","keywords":"Antimicrobial stewardship; Medicine; Psychological intervention; Meta-analysis; CINAHL; Randomized controlled trial; Systematic review; MEDLINE; Subgroup analysis; Long-term care; Funnel plot; Family medicine; Intensive care medicine; Publication bias; Nursing; Internal medicine; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01604198,0.00266546,0.01500384,0.006973127,0.0006769091,0.003339987,0.002294043,0.002054873,0.003248508],"category_scores_gemma":[0.03919532,0.001411543,0.03667947,0.008142936,0.0006648591,0.002101284,0.001596762,0.002026218,0.0002292644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003583802,"about_ca_system_score_gemma":0.006317916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009138668,"about_ca_topic_score_gemma":0.01780059,"domain_scores_codex":[0.9890072,0.005708964,0.002835253,0.00092078,0.001141463,0.0003862996],"domain_scores_gemma":[0.9756718,0.01803961,0.003559612,0.0006002749,0.00178265,0.0003459526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00217672,0.0001117096,0.004723928,0.4421435,0.5244262,0.000123172,0.0001217278,0.0007606643,0.0001429982,0.0001664974,0.0005595139,0.02454329],"study_design_scores_gemma":[0.0007806597,0.0004788964,0.004846622,0.04933062,0.9421218,0.00008838427,0.00008074956,0.000269504,0.0001596592,0.0001525746,0.001664168,0.00002626116],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005930951,0.9926633,0.0003918065,0.0001719816,0.0001015821,0.0002721359,0.000248611,0.00001968372,0.0001999395],"genre_scores_gemma":[0.1697537,0.8250186,0.002418778,0.0006031594,0.0002037596,0.001281621,0.0005290779,0.00002104101,0.0001704032],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01604198,"threshold_uncertainty_score":0.08483911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04333283705051272,"score_gpt":0.3399952015526858,"score_spread":0.296662364502173,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}